A Review on Privacy Preserving Data Mining |
Author(s): |
| Shradha Patel , Ipcowala Institute of Engineering & Technology; Ronak patel, Ipcowala Institute of Engineering & Technology |
Keywords: |
| Data Mining, Privacy Preserving, Privacy Preserving Techniques |
Abstract |
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In organization large amount of data are collected daily and these data are used by the organization for data mining tasks. These data collected may contain sensitive attribute which not disclosed by un-trusted user. Privacy is very important when release the data for sharing purpose or mining. Privacy preserving data mining allow publishing data while same time it protect the sensitive or private data. For privacy preserving there are many technique like k-anonymity, cryptography, blocking based, data Perturbation etc. In this paper, various privacy preserving approaches in data sharing and their merits and demerits are analyzed. |
Other Details |
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Paper ID: IJSRDV3I110254 Published in: Volume : 3, Issue : 11 Publication Date: 01/02/2016 Page(s): 436-438 |
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